Introduction: The estimation of the time since death, or post-mortem interval (PMI), still remains a main conundrum in forensic science. Several approaches have been so far proposed from either a qualitative or a quantitative point of view, but they still lack reliability and robustness. Recently, metabolomics has shown to be a potential tool to investigate the time-related post-mortem metabolite modifications in animal models. Objectives: Here we propose, for the first time, the use of a 1 H NMR metabolomic approach for the estimation of PMI from aqueous humour (AH) in an ovine model. Methods: AH samples were collected at different times after death (from 118 to 1429 min). 1 H NMR experiments were performed and spectral data analysed by multivariate statistical tools. Results: A multivariate calibration model was built to estimate PMI on the basis of the metabolite content of the samples. The model was validated with an independent test set, obtaining a prediction error of 59 min for PMI < 500 min, 104 min for PMI from 500 to 1000 min, and 118 min for PMI > 1000 min. Moreover, the metabolomic approach suggested a picture of the mechanisms underlying the post-mortem biological modifications, highlighting the role played by taurine, choline, and succinate. Conclusion: The time-related modifications of the 1 H NMR AH metabolomic profile seem to be encouraging in addressing the issue of a reproducible and robust model to be employed for the estimation of the time since death.

A 1H NMR metabolomic approach for the estimation of the time since death using aqueous humour: an animal model

Locci, Emanuela
Conceptualization
;
Noto, Antonio
Investigation
;
Chighine, Alberto
Investigation
;
NATALI, LUCA
Investigation
;
Napoli, Pietro Emanuele
Investigation
;
CARIA, ROBERTO
Investigation
;
Nioi, Matteo
Conceptualization
;
d'Aloja, Ernesto
Conceptualization
2019-01-01

Abstract

Introduction: The estimation of the time since death, or post-mortem interval (PMI), still remains a main conundrum in forensic science. Several approaches have been so far proposed from either a qualitative or a quantitative point of view, but they still lack reliability and robustness. Recently, metabolomics has shown to be a potential tool to investigate the time-related post-mortem metabolite modifications in animal models. Objectives: Here we propose, for the first time, the use of a 1 H NMR metabolomic approach for the estimation of PMI from aqueous humour (AH) in an ovine model. Methods: AH samples were collected at different times after death (from 118 to 1429 min). 1 H NMR experiments were performed and spectral data analysed by multivariate statistical tools. Results: A multivariate calibration model was built to estimate PMI on the basis of the metabolite content of the samples. The model was validated with an independent test set, obtaining a prediction error of 59 min for PMI < 500 min, 104 min for PMI from 500 to 1000 min, and 118 min for PMI > 1000 min. Moreover, the metabolomic approach suggested a picture of the mechanisms underlying the post-mortem biological modifications, highlighting the role played by taurine, choline, and succinate. Conclusion: The time-related modifications of the 1 H NMR AH metabolomic profile seem to be encouraging in addressing the issue of a reproducible and robust model to be employed for the estimation of the time since death.
2019
1H NMR; Animal model; Aqueous humour; Metabolomics; PMI estimation
File in questo prodotto:
File Dimensione Formato  
Locci2019_Article_A1HNMRMetabolomicApproachForTh.pdf

Solo gestori archivio

Descrizione: articolo principale
Tipologia: versione editoriale
Dimensione 1.93 MB
Formato Adobe PDF
1.93 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/270104
Citazioni
  • ???jsp.display-item.citation.pmc??? 10
  • Scopus 28
  • ???jsp.display-item.citation.isi??? 24
social impact